A skill your agent uses when the prose, intro, or abstract of a Journal of Economic Geography (JEG) manuscript must reach economists and geographers at once.

MITAuto-check passedWriting & Content

Install Jegeo Writing Style

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jegeo-writing-style -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jegeo-writing-style --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Journal-of-Economic-Geography-Skills/skills/jegeo-writing-style .claude/skills/jegeo-writing-style && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
jegeo-writing-style
GitHub stars
1.2k
Token cost
~1.8k tokens
SKILL.md length
952 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when the prose, intro, or abstract of a Journal of Economic Geography (JEG) manuscript must reach economists and geographers at once.

  • Works in 5 steps: The spatial economic puzzle and why it… → What we knew — from both literatures —… → What you do (data/design/model) in two… → …
  • Abstract of a Journal of Economic Geography (JEG) manuscript must reach economists and geographers at once
  • SKILL.md covers When to trigger, Writing for two audiences…, The JEG intro arc and The abstract (a hard constraint), plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jegeo Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when the prose, intro, or abstract of a Journal of Economic Geography (JEG) manuscript must reach economists and geographers at once. Tunes voice, structure, and the 100-word abstract; it does not invent results.

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Writing & Content, covering Brand voice and tone. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的… The licence is MIT.

When your agent uses it

  • Abstract of a Journal of Economic Geography (JEG) manuscript must reach economists and geographers at once
  • Tasks that involve Brand voice and tone

Example prompts

  • “/jegeo-writing-style”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. The spatial economic puzzle and why it matters (place does real work here).
  2. What we knew — from both literatures — and the gap where they meet.
  3. What you do (data/design/model) in two or three sentences, mechanism-first.
  4. What you find, as a magnitude and a mechanism, not an asterisk.
  5. Why it matters for how we understand the economy in space (and, where relevant, for policy — but argued, not asserted).

What it can do on your machine

Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Jegeo Writing Style loads about 1.8k tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 952 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~59
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 952 words, ~1,776 tokens.

Download SKILL.mdSave it as .claude/skills/jegeo-writing-style/SKILL.md (or your agent's skills folder).
name
jegeo-writing-style
description
Use when the prose, intro, or abstract of a Journal of Economic Geography (JEG) manuscript must reach economists and geographers at once. Tunes voice, structure, and the 100-word abstract; it does not invent results.

Writing Style (jegeo-writing-style)

When to trigger

  • The intro lands for one community but alienates the other — too much formalism for geographers, or too much narrative for economists
  • The abstract is over the JEG limit or buries the spatial contribution
  • The paper reads as "applied economics with maps" rather than economic geography
  • Jargon from one tradition (NEG notation, or geography theory-speak) is unexplained for the other half of the audience

Writing for two audiences without watering down

The hardest craft problem at JEG is that every paragraph is read by an economist and a geographer, and the masthead is drawn from both. The goal is not to dilute to a lowest common denominator but to make each move legible across the bridge:

  • Lead with the spatial economic question and its stakes, in plain English, before any model or method. Both communities should agree on what the paper is about by the end of paragraph one.
  • Translate, don't drop, the technical apparatus. A formal modeler should state the mechanism in prose before the equations; a conceptual theorist should give a concrete instance before the abstraction.
  • Name the mechanism, not just the result. "Cities X because of agglomeration force Y, which weakens at distance" travels; "we find a significant coefficient" does not.
  • Respect both vocabularies but gloss them once. If you use "relatedness," "embeddedness," or "spatial equilibrium," define it the first time so the other half of the room stays with you.

The JEG intro arc

  1. The spatial economic puzzle and why it matters (place does real work here).
  2. What we knew — from both literatures — and the gap where they meet.
  3. What you do (data/design/model) in two or three sentences, mechanism-first.
  4. What you find, as a magnitude and a mechanism, not an asterisk.
  5. Why it matters for how we understand the economy in space (and, where relevant, for policy — but argued, not asserted).

The abstract (a hard constraint)

  • ≤100 words (检索于 2026-06;以官网为准), followed by four keywords and JEL codes. This is tighter than most economics journals — every word fights for space.
  • Front-load the spatial contribution; name the place/scale, the mechanism, and the headline magnitude. No literature throat-clearing.
  • It must read as economic geography to both communities in the first sentence.

Prose discipline

  • Active voice; one idea per paragraph; topic sentences that state the spatial claim.
  • Magnitudes in interpretable units (per 10km, per region, percent of the gradient), not just coefficients.
  • Keep the 8,000-word main text self-contained; the online appendix supports, it does not carry the argument (检索于 2026-06;以官网为准).
  • Double-anonymous review: scrub self-identifying phrasing ("in our earlier work in [city]") from the prose, not just the title page.

Where to put the model and the geography

A structural feature of JEG papers is deciding how much formal apparatus sits in the main 8,000 words versus the online appendix. The house solution that satisfies both communities:

  • Keep in the main text the mechanism, the key equation(s) that carry intuition, the identification argument, and the central maps/figures — everything a geographer needs to follow the story and an economist needs to trust the design.
  • Push to the online appendix the full derivations, the complete parameter tables, secondary robustness, and method minutiae — support, not argument.
  • Never let the appendix carry a load-bearing claim; if a referee must open the appendix to believe the result, the main text has failed its self-containment test.

This keeps the paper readable across the bridge while respecting the length limit — and it is exactly the balance the editors look for.

Show full SKILL.md (370 more words)Show less

Checklist

  • Paragraph one states the spatial economic question in plain English, no jargon
  • Both literatures appear in the framing; the gap is where they meet
  • Mechanism named in prose before any formal apparatus
  • Technical terms from each tradition glossed once on first use
  • Abstract ≤100 words, contribution-first, with four keywords + JEL
  • Findings stated as magnitude + mechanism, never as bare significance
  • Main text self-contained; appendix supports, not carries
  • Self-identifying phrasing removed for double-anonymous review

Anti-patterns

  • An intro that only an economist (or only a geographer) can follow past page one
  • Equations or notation dropped in with no prose statement of the mechanism
  • Geography theory-speak or NEG jargon left unglossed for the other half of the audience
  • An abstract that spends its 100 words on the literature instead of the contribution
  • "We find significant effects" with no magnitude, mechanism, or spatial interpretation
  • Leaving traces of authorship in the body text under a double-anonymous policy

Worked vignette (illustrative)

An abstract opens: "Building on the new economic geography literature and recent advances in quantitative spatial models, this paper estimates a multi-region general equilibrium model with CES preferences to..." By word 30 a geographer has tuned out and no contribution has appeared. Rewritten contribution-first: "Where high-speed rail connects a region, manufacturing employment rises 7% — but neighboring unconnected regions lose 3%, so the network redistributes activity rather than creating it. We show this with a quantitative-spatial model disciplined by [data]." Now the place, mechanism, magnitude, and the net-vs-redistribution insight land in two sentences, legible to both communities, well under 100 words, with room for keywords and JEL.

Translating across the bridge — concrete moves

  • Replace "we exploit exogenous variation in W_ij" with "we use the fact that two regions' exposure was set by [pre-existing geography], unrelated to later outcomes" — then keep the formal version for the methods reader.
  • Replace bare "path dependence" or "lock-in" with a one-clause gloss the first time ("path dependence — early advantages compounding into persistent regional specialization").
  • After any equation block, add a sentence: "In words, this says..." so the non-modeling half of the audience stays.
  • State every key magnitude in a unit a policymaker or geographer can picture (per 10km, per region, share of the gradient), not only as a coefficient.

Output format

text
【Journal】Journal of Economic Geography
【Skill】jegeo-writing-style
【Para-1 question】plain-English spatial puzzle? [Y/N]
【Two-audience legibility】mechanism in prose + terms glossed? [Y/N]
【Abstract】≤100 words, contribution-first, 4 keywords + JEL? [Y/N]
【Findings】magnitude + mechanism, no bare significance? [Y/N]
【Anonymity】self-identifying phrasing scrubbed? [Y/N]
【Next skill】jegeo-replication-package

© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in Journal-of-Economic-Geography-Skills/skills/jegeo-writing-style of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

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Questions about Jegeo Writing Style

What does Jegeo Writing Style do?

A skill your agent uses when the prose, intro, or abstract of a Journal of Economic Geography (JEG) manuscript must reach economists and geographers at once. Jegeo Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when the prose, intro, or abstract of a Journal of Economic Geography (JEG) manuscript must reach economists and geographers at once.

When should I use Jegeo Writing Style?

Jegeo Writing Style fits situations like: abstract of a Journal of Economic Geography (JEG) manuscript must reach economists and geographers at once; tasks that involve Brand voice and tone.

How do I install Jegeo Writing Style in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jegeo-writing-style -a claude-code`. Or copy the skill folder (Journal-of-Economic-Geography-Skills/skills/jegeo-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jegeo-writing-style in your project. Claude Code loads it when a task matches its description.

How do I install Jegeo Writing Style in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jegeo-writing-style -a codex`. Or copy the skill folder (Journal-of-Economic-Geography-Skills/skills/jegeo-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jegeo-writing-style in your project. Codex loads it when a task matches its description.

Can I use Jegeo Writing Style in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jegeo-writing-style -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jegeo-writing-style, .gemini/skills/jegeo-writing-style, .github/skills/jegeo-writing-style and .opencode/skills/jegeo-writing-style in your project.

What does Jegeo Writing Style need to run?

SKILL.md names no scripts, command-line tools or credentials: Jegeo Writing Style is instructions for the agent only.

Does Jegeo Writing Style access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Jegeo Writing Style safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Jegeo Writing Style use?

Jegeo Writing Style is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Jegeo Writing Style use?

About 1.8k tokens (SKILL.md is roughly 7.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Jegeo Writing Style?

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Who maintains Jegeo Writing Style?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.

Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.